
Structuring tools for AI Agents
A short conceptual guide to organising tools in agentic workflows
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Production systems need outputs that software can trust. These guides explain how decoding controls model behavior, how constrained generation enforces formal structures, and how tool schemas make model actions easier to validate.

A short conceptual guide to organising tools in agentic workflows
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A verbose explanation of common auto-regressive decoding methods: temperature, top k and top p.
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A comparison of some of the most popular libraries that constrain LLM generation.
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